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Quarterly demand for smartphones at a retailer is as shown. Year Quarter Demand 1 I 513 II 932 III 1,509 IV 1,902 2 I 693

Quarterly demand for smartphones at a retailer is as shown.

Year Quarter Demand
1 I 513
II 932
III 1,509
IV 1,902
2 I 693
II 1,163
III 1,857
IV 2,469
3 I 846
II 1,439
III 2,271
IV 3,079
4 I 1,070
II 1,751
III 2,785
IV 3,613

Forecast quarterly demand for year 5 using the following models:

  1. 4-week simple moving average
  2. Simple exponential smoothing with=0.1
  3. Trend adjusted exponential smoothing (Holt's model) with=0.1and=0.1
  4. Linear regression with seasonality

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